The code was derived from work by the DSI. This analysis seeks to model % of tests positive using wastewater Data. This model has logical reasons to be predictive but only finds moderate success when broken down by collection site. Particularly it consistently underpredicts the % positive rate in the P2 district.
The Original R code file can be found in the [pandemic github repository](https://github.com/UW-Madison-DataScience/pandemic/blob/master/wastewater.Rmd).
The Code for this R File can be found in the [Marlin Lee waste Water Work](https://github.com/MarlinRLee/Covid-Waste-Water-Exploration/blob/main/general%20model%20finding.Rmd)
Analysis with old data
## # A tibble: 8 x 3
## Date CovRatioDif PMMoVDif
## <chr> <dbl> <dbl>
## 1 2020-10-12 1.00 3.91
## 2 2020-10-13 1.00 4.18
## 3 2020-10-26 0.925 0.337
## 4 2020-10-27 0.379 0.861
## 5 2020-11-09 0.229 0.310
## 6 2020-11-10 0.199 1.16
## 7 2020-11-16 0.211 0.333
## 8 2021-01-18 1.00 2.15